Mapping of Independent Tasks in the Cloud Computing Environment
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2019, Vol 10, Issue 8
Abstract
Cloud computing is a technology that provides many resources and facility to share data. Due to the concept of open environment in the cloud computing the request or data increases quickly. So this problem can be solved by proper utilization of tasks along with available resources. Task scheduling algorithm plays an immense role in the cloud computing environment in minimizing the time required for completion of the task assigned to the resource available. There are several algorithms introduced to solve the problem of scheduling task of several kinds but all the developed algorithms are task dependent algorithms. The major criteria of the task scheduling algorithm are to optimize resource utilization in the diverse computing environment, so as to minimize makespan and execution time so that the accountability of healthcare industry that uses cloud computing can be enhanced. The proposed algorithm is designed to deal with variable length tasks by taking the advantages of the different heuristic algorithm and ensures optimum task scheduling with various available resources to enhance the quality of the healthcare system.
Authors and Affiliations
Biswajit Nayak, Sanjay Kumar Padhi
The Informative Vector Selection in Active Learning using Divisive Analysis
Traditional supervised machine learning techniques require training on large volumes of data to acquire efficiency and accuracy. As opposed to traditional systems Active Learning systems minimizes the size of training da...
A General Model for Similarity Measurement between Objects
The problem to detect the similarity or the differ-ence between objects are faced regularly in several domains of applications such as e-commerce, social network, expert system, data mining, decision support system, etc....
Dominating Sets and Spanning Tree based Clustering Algorithms for Mobile Ad hoc Networks
The infrastructure less and dynamic nature of mobile ad hoc networks (MANET) needs efficient clustering algorithms to improve network management and to design hierarchical routing protocols. Clustering algorithms in mob...
A Comparative Evaluation of Dotted Raster-Stereography and Feature-Based Techniques for Automated Face Recognition
Automated face recognition systems are fast becoming a need for security-related applications. Development of a fool-proof and efficient face recognition system is a challenging domain for researchers. This paper present...
Liver Extraction Method from Magnetic Resonance Cholangio-Pancreatography (MRCP) Images
Liver extraction from medical images like CT scan and MR images is a challenging task. There are many manuals, Semi-automatic and automatic methods available to extract the liver from computerized tomography (CT) scan im...